Recopilación de información sobre Open Data. Links, libros, blogs y
otra información interesante.
Este fichero es copia de uno alojado en Github, en este link y que se
actualiza periódicamente.
Se ha incluido otra copia en Kaggle .
Y se aloja en Giithub y Netlify .
https://github.com/santiagomota/Open_Data
https://santiagomota.github.io/Open_Data/
https://open-data-pages.netlify.app/
# Creo el link con:
# usethis::create_download_url("https://github.com/santiagomota/Open_Data")
# Si me quiero bajar el repositorio completo en el directorio actual
usethis:: use_course (
"https://github.com/santiagomota/Open_Data/zipball/HEAD" , destdir = "." )
Fuentes de datos abiertos y APIs
20
Awesome Websites For Collecting Big Data
25
Open Datasets for Deep Learning Every Data Scientist Must Work
With
25 Satellite Maps
To See Earth in New Ways
30
Amazing (And Free) Big Data And AI Public Data Sources For 2018
46
museos y bibliotecas que han digitalizado todo su conocimiento y lo
ofrecen gratis en internet
AENA -
Estadísticas de tráfico aéreo
Agencia
Tributaria. Estadísticas
AI
for Copernicus - a data repository by CALLISTO
AI4SmallFarms:
A Data Set for Crop Field Delineation in Southeast Asian Smallholder
Farms
AID: A Benchmark
Dataset for Performance Evaluation of Aerial Scene
Classification
Alaska Satellite
Facility
Amazon product data
2014
Amazon
product data 2018
Análisis
de 1.100 millones de trayectos de taxis y uber en NYC
API de
Facebook
API de GitHub
Argo Floats - Global ocean
observations of temperature, salinity, and pressure.
API
TomTom. Tráfico en ciudades
Armed Conflict Location & Event
Data Project (ACLED)
ASTER Global
DEM (GDEM) - ASTER Global Digital Elevation Model 1 arc second
ArcticDEM -
High-resolution DEM for the Arctic region
Awesome
Geospatial
Awesome
Public Datasets 1
Awesome
Public Datasets 2
Awesome
Sentinel. Copernicus Sentinel Satellites resources
awesome-gee-community-datasets
AWS Data
Exchange
AWS Datasets
AWS Open
Data Geo
AWS Open
Data
Ayuntamiento
de Madrid. Censo de locales, sus actividades y terrazas de hostelería y
restauración
Berkeley Earth -
Global land temperature and air pollution datasets.
Blog.
100 recursos sobre Big Data y Data Science
British Ordnance Survey Data
Hub
BUILDING
OUTLINE EXTRACTION OF ENSCHEDE, THE NETHERLANDS USING AERIAL IMAGES AND
DIGITAL SURFACE MODELS
CaixaBank
Research
CGIAR-CSI
SRTM - SRTM 90m Digital Elevation Database v4.1
Canada
Open Government Portal
Center for Applied
Internet Data Analysis
Center for Disease
Control
CHIRPS: Rainfall
Estimates from Rain Gauge and Satellite Observations -
High-resolution precipitation data.
CIS. Centro de Investigaciones
Sociológicas
Climate Data
Online
Climate
Change Knowledge Porta - Country-specific climate risks, data, and
projections.
Climate TRACE
Cómo
los datos abiertos pueden ayudar en la crisis de los refugiados
Copernicus
Atmosphere Monitoring Service (CAMS) Global Near-Real-Time
Copernicus Open
Access Hub
Copernicus
DEM - European Digital Elevation Model (EU-DEM)
Copernicus Marine
Environment Monitoring Service (CMEMS) - Ocean monitoring for sea
surface temperature, sea level, and salinity.
CRAN Task View
OpenData
Crimen en UK
DANS Data
Station Physical and Technical Sciences
Data Derived from
OpenStreetMap for Download
Data Kicks
Data on CO2
and Greenhouse Gas Emissions by Our World in Data
Data World
Datasets
de ejemplo de IBM Watson Analytics
Datasets de
Quandl
Dataset4EO
Datos
abiertos Ayuntamiento de Valencia
Datos abiertos de la
Generalitat de Cataluña
Datos abiertos de la Unión
Europea
Datos abiertos de
Santander
Datos abiertos del Ayuntamiento de
Madrid
Datos Abiertos del Consorcio
Regional de Transportes de Madrid
Datos abiertos del gobierno de
España
Datos
abiertos Junta de Andalucía
Datos de la
Eurocopa 2024
Datos de
todos los vuelos en USA entre 1987 y 2008 (datos originales)
Datos
de todos los vuelos en USA entre 1987 y 2008 (otra fuente y ejemplos de
uso en H2O). 120G
Datos
estadísticos DGT
Datosclima.
Base de datos meteo
DH
Network
Digital
Earth Africa (DE Africa) Map
Dirección
General de Tráfico (DGT)
Dynamic
World V1 Land Use
EarthEnv-DEM90 digital
elevation model - Global DEM created from multiple datasets
EarthView
dataset
ECMWF
ERA5 - Hourly reanalysis climate data (temperature, precipitation,
wind, etc.).
EM-DAT - The international disaster
database
EDGAR -
Emissions Database for Global Atmospheric Research
EnMAP. The German Spaceborne
Imaging Spectrometer Mission
El planeta Tierra en
AWS
ERA DATASET. Dataset
and Deep Learning Benchmark for Event Recognition in Aerial
Videos
ERA5
Daily Aggregates - Latest Climate Reanalysis Produced by ECMWF /
Copernicus Climate Change Service
ESA OpenSR - Robust, accountable
super-resolution for Sentinel-2 and beyond
ESA
Third Party Missions (TPM)
ESA WorldCover 2021.
Global land cover product at 10 m for 2021 based on Sentinel-1 and 2
data
España.
Estadísticas de mercado de trabajo
España.
Inmigración. Estadísticas
España.
Seguridad Social. Estadísticas
Esri Open Data Hub
European
Banking Authority (EBA)
European Data
Portal
European
Forest Fire Information System (EFFIS)
FAO Map Catalog
FAO’s
Global Information System on Water and Agriculture
FBREF - Estadísticas e Historia del
Fútbol
Fields
of The World (FTW)
Fivethirtyeight
FLUXNET - Data from flux towers
for carbon, water, and energy exchange monitoring.
Fondo Monetario
Internacional
Free GIS Data
Freshwater
Ecoregions of the World
Fuentes de datos espaciales
(Diva-GIS)
Functional Map of the
World (fMoW) Dataset
Gapminder
gee-community-catalog
geoBoundaries
geodata.state.gov
GEBCO (General Bathymetric Chart of
the Oceans) - Bathymetric DEM for ocean floors
Geonames
Cities with population > 5000
Geoportal
Registradores
Geospatial
Data Catalogs
Geospatial Data Abstraction
Library (GDAL) links - Provides links to raster datasets from
various organizations.
GHSL
- Global Human Settlement Layer
Global
Forest Change 2000-2023
Global
Flood Database v1 (2000-2018)
Global
Health Observatory (GHO) API
GLOPOP-S. A global dataset of 7 billion individuals with
socio-economic characteristics (sintetic) Data
Github Paper
Global
Historical Climatology Network (GHCN) - Weather station data for
precipitation, temperature, and more.
Global
Land Cover Facility - Land cover and vegetation datasets.
Global Wildfire Information
System (GWIS)
Gobierno Estados Unidos
Google
Books Ngram Viewe
Google Cloud Vision
API
Google Datset
Search
Google
Earth Engine Catalog
Google finanzas
Google
Open Buildings
Google
Patents Public Data
Google Public
Data
Google-Microsoft-OSM
Open Buildings - combined by VIDA
Helsinki Open Data
Hugging Face
Datasets
HydroRIVERS
Idealista
ux&tech
idealista18 - 2018
real estate listings in Spain. 3 cities
ImageNet database
Infraestructura de Datos
Espaciales de España
Infraestructura
de Datos Espaciales de la Comunidad de Madrid
IPUMS GIS
Boundary Files
ISCGM Global Map
ISIMIP3b
bias-adjusted atmospheric climate input data
JAXA’s
Global ALOS 3D World (AW3D30) - ALOS Global Digital Surface Model
“ALOS World 3D - 30m (AW3D30)”
Kaggle datasets
Kaggle
Weekly Kernels Award Winner Announcements
Land Information New Zealand
(LINZ) Data Service
Legacy
Aircraft Noise and Performance (ANP) data
LinkedIn -
Data for Impact
Lista
de algunos datatsets dentro de paquetes de R
M3LEO: A Multi-Modal
Multi-Label Earth Observation Dataset
Mapas de Open Street
Maps
Marine
Regions
Marine Cadastre
(AIS)
Mendeley Data
Microsoft - A
Planetary Computer for a Sustainable Future
Microsoft
Cognitive Services
Microsoft Research Open
Data
More
datasets for teaching data science: The expanded dslabs package
Multi-Temporal
Crop Classification with HLS Imagery across CONUS
Multimodal
Remote Sensing Benchmark Datasets for Land Cover Classification
Naciones Unidas. Datos
detallados de comercio global
NAIP:
National Agriculture Imagery Program
NASA Common
Metadata Repository (CMR) SpatioTemporal Asset Catalog (STAC)
NASA Earth Observations
(NEO)
NASA
NASA Fire Information for Resource Management System (FIRMS) Link1 Link2 - Near
real-time data on wildfires from MODIS and VIIRS satellites.
NASA Earthdata - Shuttle
Radar Topography Mission (SRTM)
NASA POWER (Prediction of
Worldwide Energy Resources) - Provides global weather and solar
radiation data for energy, agriculture, and environmental sectors.
NASDAQ
National Historical Geographic
Information System (NHGIS)
National
Map (USGS) - National Elevation Dataset (NED), LiDAR, and more
Natural Earth
Data - Raster data for relief and shaded relief imagery.
Natural Earth
Nature Scientific
Data
NHS
Digital
NHSR
datasets
NLP
Datasets
NOAA Daily Global
Historical Climatology Network - Kaggle dataset
NOAA. Agencia de
meteo. USA.
NOAA Global Forecast System
(GFS) - Weather forecasts for temperature, precipitation, and
wind.
OCDE Data
One versus One - European
football statistics
Openaerialmap - Aerial
imagery collected by individuals and organizations.
Open Africa dataset
Open
Data Barometer
Open data EMT
Open
Data Inception. 1.600 portales abiertos
Open Data Renfe
Open
Data Sources Database
Open High-Resolution
Satellite Imagery: The WorldStrat Dataset – With Application to
Super-Resolution
Open Topography - Various
high-resolution DEM datasets from LiDAR and other sources
Open Trade Statistics
openaddresses
OpenCelliD - Open
Database of Cell Towers
Opendata del CERN
Error
Opendatasoft
openflights.org/
OpenGEOS data
OpenWeatherMap
OSM Landuse
OSM-Building-Classification Data
Code
Paper -
Classification of 67,705,475 buildings across the United States into
residential and non-residential
Overture
- Fused-partitioned
Overture
Maps
Paquete
de R ‘datasets’
Paquete pasra
acceder al API del Instituto de Canario de Estadística
Pew
Research Center
Planet
SkySat Public Ortho Imagery, Multispectral
Propublica
RapidAI4EO:
A Corpus of Dense Time Series Satellite Imagery
Rdatasets
Recopilación
de datasets de BigML
Red Eléctrica Española
(REE) - API
Red
Natura 2000
Reddit
datasets
rspatialdata is a
collection of data sources and tutorials on visualising spatial data
using R
SARDet-100K:
large-scale multi-class SAR object detection dataset
Satélite
Landsat
Satellite
imagery datasets containing ships
SEN12MS-CR. 22,218
patch triplets of corresponding Sentinel-1 dual-pol SAR data, Sentinel-2
multi-spectral images, and cloud-covered Sentinel-2 multi-spectral
images
Sen2Like
SEN2NAIP -
Remote sensing dataset designed to support conventional and
reference-based SR model training
Sentinel Hub
NoR Sponsored Accounts and Data Collections
Sentinel Satellite
Data
Sentinel-5P
Sentinel-2
data set for the delineation of agricultural field boundaries in
Flevoland, The Netherlands
Síntesis
de Indicadores e Informes Macroeconómicos
SkyFi Geospatial Hub
SkySat
missions
Socioeconomic Data and Applications Center (SEDAC)Link1
y Link2
Some
datasets for teaching data science
Source Cooperative Featured
Repositories
STAC Index
SpatioTemporal Asset Catalog (STAC)
StatsBomb
sports data
TanDEM-X 90m DEM
(DLR) - Global DEM generated from radar data
Teaching of Statistics in the
Health Sciences
Tematicas.org Recopilación de
series e índices
Terra Populus
Terraclimate
- Monthly climate and hydrology data at a global scale.
The Big Bad NLP
Database
The
Government Finance Database
The SpaceNet
Datasets
The World Bank Open
Knowledge Repository
The world’s economic
database
TidyRainbow
TidyTuesday
Tráfico
en el Reino Unido
UC Irvine Machine
Learning Repository
UC
Merced Land Use Dataset
UCI Machine Learning
Repository
UK Data Service
UK Office for National
Statistics
UK Open Data
UK Open Geography
Portal
Ultimos
datos de Open Street Map. Spain
Una recopilación
de APIs públicas
Una
recopilación de datasets públicos
Understat
UNEP Environmental
Data Explorer
United
Nations Platform for Space-based Information for Disaster Management and
Emergency Response (un-spider.org) data sources
United Nations World
Urbanization Prospects
Universidad de
Harvard
US Homeland
Infrastructure Foundation-Level Data
USGS 3DEP LiDAR
Point Clouds
USGS Earth Explorer -
SRTM, ASTER GDEM, ALOS, and more
Viewfinder Panoramas
- High-quality DEM for remote regions
WHU-RS19 is a
set of satellite images exported from Google Earth
Wyvern Open Data
Program
World Economic
Forum
WorldCereal open global harmonized reference data repository
[Data]](https://zenodo.org/records/7609500 ) Github
Worldpop - Open Spatial
Demographic Data y Worldpop
Hub
Yelp
Dataset
Zhu Lab - Data Science in
Earth Observation
Amazon AWS: este y
este
EarthNets for Earth Observation Page Github
Facebook Neural-Code-Search-Evaluation-Dataset [dataset]](https://github.com/facebookresearch/Neural-Code-Search-Evaluation-Dataset )
y noticia
HREA: High Resolution Electricity Access. Universidad de Michigan
y Microsoft
IPUMS provides census and survey data from around the world Web y paquete ipumsr
Maxar Open Data: Aquí y aquí
MIT 1 y 2
Natural Earth Vector. Github y Web
Open Charge Map. Global Open Data registry of electric vehicle
charging locations. Export y Ejemplo
SSL4EO-S12 dataset. Large-scale multimodal multitemporal dataset for
unsupervised/self-supervised pre-training in Earth observation Paper Github
World Bank Open Data 1 y
2
Otras referencias interesantes
Author Information
A work by Santiago Mota
santiago_mota@yahoo.es
🦋